Non-standard central limit conjecture for the edge-triangle model
Non-standard central limit conjecture for the edge-triangle model
Let be the number of non-zero elements of the random adjacency matrix under , let be the critical point, and let denote the corresponding limiting edge density. Let be a random variable with Lebesgue density proportional to . Non-standard central limit conjecture. At the critical point , one has
with respect to as . The conjecture predicts critical fluctuations in the edge-triangle model matching those of its mean-field approximation; technical difficulties prevent the authors from proving this result.
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Primary source
Alessandra Bianchi, Francesca Collet and Elena Magnanini, “Limit theorems for exponential random graphs”, arXiv:2105.06312 (2023).
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